| Presentation | 2005/12/15 Formation of Learning Bias by Infant Agent and the Effect on Language Acquisition Process Shuji SHINOHARA, Ryo TAGUCHI, Koichi KATSURADA, Tsuneo NITTA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is found that human infants acquire language effectively by utilizing learning biases such as a shape bias and a mutual exclusivity bias, etc.. In this study we explore whether those biases emerge in learning process of artificial infant agent which forms concepts based on its own experiences. We model an intelligent agent by implementing a learning method, which is derived from the assumption that an agent has consistent beliefs in communication, and investigate experiments. Our simulation results show that an infant agent develops learning biases and comes to acquire language more efficiently. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | infant agent / language acquisition / shape bias / mutual exclusivity bias |
| Paper # | NLC2005-100,SP2005-133 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2005/12/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Formation of Learning Bias by Infant Agent and the Effect on Language Acquisition Process |
| Sub Title (in English) | |
| Keyword(1) | infant agent |
| Keyword(2) | language acquisition |
| Keyword(3) | shape bias |
| Keyword(4) | mutual exclusivity bias |
| 1st Author's Name | Shuji SHINOHARA |
| 1st Author's Affiliation | Graduate School of Eng., Toyohashi Univ. of Tech.() |
| 2nd Author's Name | Ryo TAGUCHI |
| 2nd Author's Affiliation | Graduate School of Eng., Toyohashi Univ. of Tech. |
| 3rd Author's Name | Koichi KATSURADA |
| 3rd Author's Affiliation | Graduate School of Eng., Toyohashi Univ. of Tech. |
| 4th Author's Name | Tsuneo NITTA |
| 4th Author's Affiliation | Graduate School of Eng., Toyohashi Univ. of Tech. |
| Date | 2005/12/15 |
| Paper # | NLC2005-100,SP2005-133 |
| Volume (vol) | vol.105 |
| Number (no) | 494 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |